weight-pruning

There are 0 repository under weight-pruning topic.

foolwood / pytorch-slimming
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
deep-learning fast-inference l1-regularization pytorch weight-pruning
Language:Python 560
lucaslie / torchprune
A research library for pytorch-based neural network pruning, compression, and more.
neural-networks filter-pruning weight-pruning coresets deep-learning generalization-ability pytorch machine-learning tensor-decomposition sparsification sparsity compression neural-architecture-search tinyml pruning pruning-algorithms
Language:Shell 162
sdc17 / UPop
[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.
efficient-deep-learning model-compression multimodal-learning vision-language-transformer image-captioning image-text-retrieval visual-question-answering visual-reasoning text-image-retrieval framework weight-pruning sparsity structured vision-transformer pruning
Language:Python 82
lehduong / kesi
Knowledge distillation from Ensembles of Iterative pruning (BMVC 2020)
network-pruning pytorch deep-learning convolutional-neural-networks image-net structured-pruning unstructured-pruning filter-pruning weight-pruning iterative-pruning
Language:Jupyter Notebook 26
Jiamian-Wang / Iterative-Soft-Shrinkage-SR
[ICCV2023 Official PyTorch code] for Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
efficiency image-restoration pruning sparsity super-resolution weight-pruning
Language:Python 25
jiahuei / sparse-image-captioning
Image captioning with weight pruning in PyTorch
image-captioning transformer pytorch weight-pruning up-down-captioner self-critical-sequence-training relation-transformer
Language:Python 22
georgeretsi / SparsityLoss
(Unstructured) Weight Pruning via Adaptive Sparsity Loss
deep-learning machine-learning pytorch sparsification unstructured-pruning weight-pruning
Language:Python 12
athglentis / feather
Feather is a module that enables effective sparsification of neural networks during training. This repository accompanies the paper "Feather: An Elegant Solution to Effective DNN Sparsification" (BMVC2023).
cifar100 deep-learning imagenet pruning pytorch resource-efficient sparsification weight-pruning
Language:Python 8
yashkim77 / Neural_Network_Pruning_Sparsification
TensorFlow implementation of weight and unit pruning and sparsification
model-compression neural-network pruning python sparsification tensorflow unit-pruning weight-matrix weight-pruning
Language:Jupyter Notebook 8
andrijazz / pruning
Pruning
pruning weight-pruning
Language:Python 5
Kahsolt / nn-prune-svd
Neural network weights prune in a static LoRA–like way
svd tutorial weight-pruning
Language:Python 4
brandhsu / nn-compress-haiku
Implementation of several neural network compression techniques (knowledge distillation, pruning, quantization, factorization), in Haiku.
compression knowledge-distillation matrix-factorization neural-network quantization weight-pruning
Language:Python 1
ChenyangLi-97 / NN-BCD
Code Implementation of On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee
neural-network machine-learning-algorithms model-compression pytorch weight-pruning
Language:Jupyter Notebook 1
jack-willturner / characterising-neural-compression
Code for "Characterising Across Stack Optimisations for Deep Convolutional Neural Networks"
deep-learning neural-acceleration sparse-matrix weight-pruning quantization channel-pruning
Language:C 1
lucaZardini / decentralized-voxel-based-soft-robots
cma-es evolutionary-algorithms hebbian-learning soft-robots voxel-based weight-pruning decentralized-controllers evogym hnn
Language:Python 1
philsaurabh / Neuron-Pruning-Demonstration
Implementation of Neuron Pruning with weight pruning
model-compression pruning neuron-pruning weight-pruning
Language:Jupyter Notebook 1
Snehal-Reddy / NeuralNetPruning
Pruning is <3
deep-learning neural-networks neuron-pruning optimization weight-pruning
Language:Jupyter Notebook 0
gowtham1997 / Analysis_Of_Pruning_Techniques
analysing Model Pruning and Unit Pruning on a large dense MNIST network
colab model-compression neural-networks pruning sparsity unit-pruning weight-pruning
Language:Jupyter Notebook